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BI Data Modeler

3 months ago

London, Greater London, United Kingdom Techforgoodjobs Full time

How would you design the perfect global energy system, if you could start with a blank sheet of paper? A system that meets energy demands without jeopardising the climate of future generations.

One that is resilient in the face of extreme weather events, and enables fair and reliable access to energy for all.

At Centre for Net Zero we are dedicated to solving this problem

Centre for Net Zero (CNZ) is an impact-driven research lab working at the intersection of tech, energy and climate, delivering pioneering research to make a fully sustainable global energy system a reality.

We are an autonomous team that sets our own research agenda.

Whilst we work closely with Octopus Energy, we are a separate organisation that is part of the Octopus Energy group of companies.

As an innovative and high growth global company, Octopus Energy has access to millions of progressive energy customers with billions of corresponding data points.

This gives us unprecedented insight into the energy behaviours of tomorrow, today.

We believe that through transparent research, opening up data and building tools in a tech-first way, we can work together to co-design the future energy system.

Our ultimate goal is to model a fully sustainable global energy system.

This year, we will be focusing on building regional models by leveraging our knowledge of the energy system and unique in-house data and capabilities.

We will expand these models functionally and geographically until we have all the components required to model the future energy system.

We will be developing tools and data products to support energy researchers, innovators and policymakers around the world.

Additionally, we will be active in relevant open source communities and conferences to build our profile and build relationships with our peers in the industry.

We are looking for a Data Scientist to join the Data & Modelling team. The primary focus will be building energy systems models. You will also work on other data projects within Centre for Net Zero.

Examples of projects we've worked on are forecasting the half-hourly energy consumption of a household or predicting whether a household owns low-carbon technologies, like an electric vehicle or heat pump.

Write Python and SQL code for the below:
Analyse data in notebooks and create visualisations
Build data pipelines
Monitor and report on our data products
2+ years of professional experience developing machine learning or statistical models to solve real-world problems
~ Fluency in Python and SQL
~ Software development experience (e.g. working with git, testing, CI/CD)
~ Attention to detail, to make high-quality technical contributions

Experience deploying and monitoring models in production and an awareness of the ways models fail in production
Data protection laws (e.g.

On a call with one of our recruiters it's something we always cover as we genuinely want to match your experience with the correct salary.

This role is based at Centre Net Zero's HQ in London, UK.

If you are interested in the Centre for Net Zero please send us over your details along with a bit about you and why you're interested.

Studies have shown that some groups of people, like women, are less likely to apply to a role unless they meet 100% of the job requirements.

Our people are our strongest asset and the unique skills and perspectives people bring to the team are the driving force of our success.